Categories

Models, assistants, inference engines, agent frameworks and the tooling around them.

• AI assistants & chatEnd-user conversational assistants and chat products.4
• Model providers & APIsHosted foundation-model APIs and developer platforms.10
• Local LLM inference & servingRunning and serving models on your own hardware.13
• Training & fine-tuningLibraries and services for training, fine-tuning and distributing models.14
• Agent frameworks & orchestrationFrameworks for building tool-using, multi-step LLM applications and agents.14
• Coding agents & AI IDEsAI pair programmers, autonomous coding agents and AI-native editors.6
• Prompting, evaluation & observabilityPrompt management, evaluation harnesses, tracing and LLM observability.9
• Embeddings, reranking & retrievalEmbedding models, rerankers and retrieval building blocks.10
• Voice, vision & multimodal AISpeech, image, video and multimodal models and tools.6

Languages, editors, terminals, version control, CI/CD, testing and documentation.

• Programming languages & runtimesLanguages, runtimes and package managers.14
• IDEs & editorsIntegrated development environments and code editors.8
• Terminals & shellsTerminal emulators, shells, multiplexers and prompt tooling.7
• Version control & code hostingGit tooling and code-hosting forges.5
• CI/CD & build automationContinuous integration, delivery and build systems.8
• Testing & QAUnit, integration, end-to-end and accessibility testing tools.10
• Documentation toolingStatic site generators and documentation systems for software.5
• API development & toolingFrameworks, specification tools and clients for building and consuming APIs.9
• Web frameworks & UIFront-end and full-stack web frameworks, styling and component systems.18

Containers, provisioning, networking, security, identity and backup.

• Containers & virtualizationContainer runtimes, orchestration and virtual machines.5
• Infrastructure & provisioningInfrastructure-as-code, configuration management and process supervision.6
• Reverse proxies & web serversHTTP servers, reverse proxies and TLS automation.4
• DNS & domainsRegistrars, DNS providers and certificate authorities.4
• Tunneling & remote accessVPNs, overlay networks, tunnels and remote shells.5
• Monitoring & observabilityMetrics, logs, traces, uptime and alerting.6
• Security toolsScanners, hardening and application-security tooling.6
• Identity & accessAuthentication, authorization, passkeys and SSO.5
• Secrets managementVaults, key management and secret distribution.5
• Backup & recoveryBackup, snapshot and restore tooling.4
• Cloud & hosting providersCloud platforms, dedicated servers and hosting services.10

macOS automation, Apple Silicon machine learning, Swift and distributed Mac computing.

• macOS automationScripting, scheduling and automation on macOS.10
• Apple Silicon ML & MLXMachine-learning frameworks and runtimes optimised for Apple Silicon.11
• Swift & SwiftUI developmentSwift language, SwiftUI and Apple developer tooling.5
• macOS system utilitiesSystem tools, package managers and utilities for macOS.5
• Distributed & parallel computingFrameworks and schedulers for distributing work across machines.9

Collecting, moving, storing, querying, visualising and validating data.

• Data collection & crawlingCrawlers, scrapers, browser automation and extraction services.13
• Search & web-data APIsWeb search, news and answer APIs for applications and agents.9
• Web archivingCapturing, preserving and replaying web content.4
• ETL/ELT & orchestrationPipelines, transformations and workflow orchestration.6
• Messaging & queuesMessage brokers, streaming platforms and job queues.6
• Relational databasesSQL databases and their extensions.12
• NoSQL & key-value storesDocument, key-value, graph and wide-column stores.4
• Vector databasesPurpose-built vector stores and similarity search engines.10
• Analytical engines & OLAPColumnar engines, query engines and in-process analytics.14
• DataFrames & array computingIn-memory tabular and array libraries.7
• BI & dashboardsBusiness-intelligence and dashboarding platforms.6
• Notebooks & interactive computingComputational notebooks and literate programming environments.4
• Data catalogs & formatsCatalogs, table formats and metadata management.5
• Data visualizationCharting and visualization libraries and tools.7
• Data quality & validationSchema validation, testing and quality monitoring for data.4

Discovery, writing, typesetting, statistics, econometrics and financial research data.

• Literature discovery & reviewScholarly search engines, graphs and review assistants.11
• Citation managementReference managers and bibliography tooling.5
• LaTeX & typesettingTeX distributions, editors and document converters.8
• Academic writing & publishingWriting environments, reproducible documents and manuscript tooling.8
• Mathematical & statistical computingStatistical languages, environments and numerical libraries.20
• Reproducibility & research softwareEnvironments, registries and tooling for reproducible research.6
• Econometrics & causal inferenceEconometric and causal-inference libraries and packages.10
• High-frequency financial analysisIntraday data handling, microstructure and time-series tooling.12
• Market & fundamentals dataPrice, fundamentals and macroeconomic data providers.17
• SEC/EDGAR & corporate filingsRegulatory filings access and parsing.2
• Research disseminationPreprint servers, repositories and identifiers.9

Investing, portfolios, property valuation, GIS, construction and business systems.

• Financial analysis & investingAnalysis platforms, backtesting and quantitative finance libraries.10
• Portfolio & wealth managementPortfolio tracking, optimisation and risk.3
• Real estate valuation & property dataAppraisal, hedonic modelling, listings and property registries.6
• GIS & mappingGeographic information systems, map data and geospatial libraries.12
• Construction estimating & quantity surveyingCost databases, takeoff and estimating software.3
• Open & public dataGovernment statistics, open-data portals and public datasets.13
• CRM & business operationsCustomer relationship, invoicing and operations tooling.2

Notes, knowledge management, design and collaboration.

• Productivity suites & task managementOffice suites, calendars, tasks and automation.9
• Personal knowledge managementNote-taking and knowledge-graph tools.6
• Design & prototypingUI design, diagramming and prototyping.6
• Collaboration & communicationChat, video and team collaboration.10